What is an LLM and how does it work?

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Answer

An LLM, or Large Language Model, is a type of artificial intelligence model designed to understand and generate human language. It works by using deep learning techniques to analyze vast amounts of text data, learning patterns, and structures in language. This allows LLMs to perform tasks such as text generation, translation, and summarization. LLMs are trained on diverse datasets, enabling them to predict the next word in a sentence based on context, making them powerful tools for various language-related applications.

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    By Andrei Daniel P.

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    10 years of experience

My name is Andrei Daniel P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: API Development, Custom PHP, Laravel, Application Performance Monitoring Software, New Relic, etc.. I hold a degree in Bachelor of Computer Science (BCompSc). Some of the notable projects I’ve worked on include: Reggio Emilia real estate portal for listings valuations, and ads, Italian site for fast access to local government services and payments, Production ready Docker Compose stack for Laravel with Traefik, Monitoring and Observability setup and maintenance for Saas project, Monitoring and Observability setup and maintenance for Saas project, etc.. I am based in Rio Saliceto, Italy. I've successfully completed 15 projects while developing at Softaims.

I possess comprehensive technical expertise across the entire solution lifecycle, from user interfaces and information management to system architecture and deployment pipelines. This end-to-end perspective allows me to build solutions that are harmonious and efficient across all functional layers.

I excel at managing technical health and ensuring that every component of the system adheres to the highest standards of performance and security. Working at Softaims, I ensure that integration is seamless and the overall architecture is sound and well-defined.

My commitment is to taking full ownership of project delivery, moving quickly and decisively to resolve issues and deliver high-quality features that meet or exceed the client's commercial objectives.

Previously worked at:Reply S.p.A.

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Profile of Rishi Raj B., Lead Software Engineer - AI, Automation and LLM Platforms at Softaims
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Rishi Raj B., Lead Software Engineer - AI, Automation and LLM Platforms at Softaims

Rishi Raj B.

India

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Agra
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My name is Rishi Raj B. and I have over 13 years of experience in the tech industry. I specialize in the following technologies: AI Agent Development, AI Development, AI Platform, LLM Prompt, n8n, etc.. I hold a degree in , Master of Computer Applications (MCA), Bachelor's degree. Some of the notable projects I've worked on include: AI-driven Customer Support Agents (Voice/Chat), HealthCare (FHIR) System - Infrastructure Setup, Automation using IaC, Securing Web Application via VPC, Firewalls, Subnets, ACLs, Automation of SAML Authentication for AWS/GCP via Okta using IaC, SAML-SSO Authentication System using Cognito/Okta/Pulumi, etc.. I am based in Agra, India. I've successfully completed 18 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Profile of Mitesh P., Lead Software Engineer - AI, Machine Learning and LLM Platforms at Softaims
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Mitesh P., Lead Software Engineer - AI, Machine Learning and LLM Platforms at Softaims

Mitesh P.

India

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Indore
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My name is Mitesh P. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: ChatGPT, Stable Diffusion, AI Chatbot, Hugging Face, PyTorch, etc.. I hold a degree in Bachelor of Engineering (BEng). Some of the notable projects I've worked on include: AI chatbot, Image generation using stable diffusion model, Hippocrates AI Health & Medical Advisor chatbot, ChatGPT Clone, GPT3 + Dalle 2: Create video content in minutes using generative AI, etc.. I am based in Indore, India. I've successfully completed 9 projects while developing at Softaims. I employ a methodical and structured approach to solution development, prioritizing deep domain understanding before execution. I excel at systems analysis, creating precise technical specifications, and ensuring that the final solution perfectly maps to the complex business logic it is meant to serve. My tenure at Softaims has reinforced the importance of careful planning and risk mitigation. I am skilled at breaking down massive, ambiguous problems into manageable, iterative development tasks, ensuring consistent progress and predictable delivery schedules. I strive for clarity and simplicity in both my technical outputs and my communication. I believe that the most powerful solutions are often the simplest ones, and I am committed to finding those elegant answers for our clients.

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Jay P., Junior Software Engineer - Data Science, Machine Learning and AI Platforms at Softaims

Jay P.

India

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Surat
Jay P. | SoftaimsMember Since 2024
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My name is Jay P. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Python, Data Science, Deep Learning, TensorFlow, Python Scikit-Learn, etc.. I hold a degree in High school degree, Bachelor's degree. Some of the notable projects I’ve worked on include: Invoice-excreter-bot-llm, QnA With RAG, Chicken Disease Classification, Twitter Scraper Bot. I am based in Surat, India. I've successfully completed 4 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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Profile of Josh R., Lead Mobile Engineer - AI, Web3 and Gaming Platforms at Softaims
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Josh R., Lead Mobile Engineer - AI, Web3 and Gaming Platforms at Softaims

Josh R.

United States

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San Francisco
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My name is Josh R. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Mobile App Development, iOS, Android, Native App Development, React, etc.. I hold a degree in Master's. Some of the notable projects I've worked on include: How AR Innovation Empowered Patients in Plastic Surgery Consultations, How Cutting-Edge AI Technology Revolutionized Game Development, Using AI to Enable Real-Time Audience Storytelling, Dollar Donation Club, Blue Shield Bike Challenge, etc.. I am based in San Francisco, United States. I've successfully completed 20 projects while developing at Softaims. I value a collaborative environment where shared knowledge leads to superior outcomes. I actively mentor junior team members, conduct thorough quality reviews, and champion engineering best practices across the team. I believe that the quality of the final product is a direct reflection of the team's cohesion and skill. My experience at Softaims has refined my ability to effectively communicate complex technical concepts to non-technical stakeholders, ensuring project alignment from the outset. I am a strong believer in transparent processes and iterative delivery. My main objective is to foster a culture of quality and accountability. I am motivated to contribute my expertise to projects that require not just technical skill, but also strong organizational and leadership abilities to succeed.

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Matthias G., Software Engineer - AI, Cloud and Data Science Platforms at Softaims

Matthias G.

Germany

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My name is Matthias G. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Reinforcement Learning, Machine Learning, Deep Learning, Natural Language Processing, Python, etc.. I hold a degree in Master of Science (MS). Some of the notable projects I've worked on include: MAXIOM.io - AI Chatbot for Performance and Longevity, MrsWordsmith.com - Image/Video/3D Generative AI, SourceFit.com - AI Lead – Built and Scaled the Company’s AI Division, HelloSpoke.com - AI-Powered Voice Assistant “Lou”, MindTime.com – AI to Predict Human Behavior. I am based in Augsburg, Germany. I've successfully completed 5 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims' clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Osman Y., Junior Software Engineer - AI, Full-Stack and General Development at Softaims

Osman Y.

United States

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Hackensack
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My name is Osman Y. and I have over 1 year of experience in the tech industry. I specialize in the following technologies: Artificial Intelligence, Chatbot, Machine Learning, Deep Learning, Computer Vision, etc.. I hold a degree in Bachelor's. Some of the notable projects I've worked on include: AI-Powered Video Analysis to Monitor Mice Behavior, Advanced UK Number Plate Detection System, Pore Space Segmentation in Rocks, LLM Powered Dynamic Document Chatbot, EAA (Music Promotion Platform), etc.. I am based in Hackensack, United States. I've successfully completed 19 projects while developing at Softaims. I am a business-driven professional; my technical decisions are consistently guided by the principle of maximizing business value and achieving measurable ROI for the client. I view technical expertise as a tool for creating competitive advantages and solving commercial problems, not just as a technical exercise. I actively participate in defining key performance indicators (KPIs) and ensuring that the features I build directly contribute to improving those metrics. My commitment to Softaims is to deliver solutions that are not only technically excellent but also strategically impactful. I maintain a strong focus on the end-goal: delivering a product that solves a genuine market need. I am committed to a development cycle that is fast, focused, and aligned with the ultimate success of the client's business.

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Profile of Ashutosh K., Software Engineer - AI, Data Science and Cloud Platforms at Softaims
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Ashutosh K., Software Engineer - AI, Data Science and Cloud Platforms at Softaims

Ashutosh K.

Germany

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Munich
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My name is Ashutosh K. and I have over 3 years of experience in the tech industry. I specialize in the following technologies: Data Science, Python, Tableau, Machine Learning, Natural Language Processing, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I've worked on include: Skycap, Wagstaff, Slate FS, HCode Media, FoxAlliance, etc.. I am based in Munich, Germany. I've successfully completed 10 projects while developing at Softaims. I specialize in architecting and developing scalable, distributed systems that handle high demands and complex information flows. My focus is on building fault-tolerant infrastructure using modern cloud practices and modular patterns. I excel at diagnosing and resolving intricate concurrency and scaling issues across large platforms. Collaboration is central to my success; I enjoy working with fellow technical experts and product managers to define clear technical roadmaps. This structured approach allows the team at Softaims to consistently deliver high-availability solutions that can easily adapt to exponential growth. I maintain a proactive approach to security and performance, treating them as integral components of the design process, not as afterthoughts. My ultimate goal is to build the foundational technology that powers client success and innovation.

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Profile of Chirag V., Lead Software Engineer - AI, Cloud and Mobile Platforms at Softaims
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Softaims
Chirag V., Lead Software Engineer - AI, Cloud and Mobile Platforms at Softaims

Chirag V.

India

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Surat
Chirag V. | SoftaimsMember Since 2015
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My name is Chirag V. and I have over 10 years of experience in the tech industry. I specialize in the following technologies: Python, Laravel, PHP, node.js, React, etc.. I hold a degree in Master of Computer Applications (MCA). Some of the notable projects I’ve worked on include: Robot Maker AI: Smarter Trading Bot System, Online Shopping (E-Commerce) Mobile app, Taxi Booking Mobile App, Lokmart - Grocery Mobile App, Meditation/Health Mobile App, etc.. I am based in Surat, India. I've successfully completed 31 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims’ clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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Profile of Nivesh K., Senior Full-Stack Engineer - Node.js, React and AI Platforms at Softaims
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Softaims
Nivesh K., Senior Full-Stack Engineer - Node.js, React and AI Platforms at Softaims

Nivesh K.

India

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Timezone: UTC+05:30UTC+05:30
Country: IndiaIndia
Mandi
Nivesh K. | SoftaimsMember Since 2020
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LLMNode.jsAngularReactTypeScriptJavaScriptNext.jsAmazon Web ServicesChatbotAI ChatbotPythonLangChainPrompt EngineeringRetrieval Augmented GenerationLarge Language ModelGPT API

My name is Nivesh K. and I have over 5 years of experience in the tech industry. I specialize in the following technologies: Node.js, Angular, React, TypeScript, JavaScript, etc.. I hold a degree in Master of Computer Science (MSCS), Bachelor of Computer Science (BCompSc). Some of the notable projects I've worked on include: HFM (Niroggi), Invozio(Invoice system), Deal Grinders, New Shoprocker. I am based in Mandi, India. I've successfully completed 4 projects while developing at Softaims. My expertise lies in deeply understanding and optimizing solution performance. I have a proven ability to profile systems, analyze data access methods, and implement caching strategies that dramatically reduce latency and improve responsiveness under load. I turn slow systems into high-speed performers. I focus on writing highly efficient, clean, and well-documented code that minimizes resource consumption without sacrificing functionality. This dedication to efficiency is how I contribute measurable value to Softaims' clients by reducing infrastructure costs and improving user satisfaction. I approach every project with a critical eye for potential bottlenecks, proactively designing systems that are efficient from the ground up. I am committed to delivering software that sets the standard for speed and reliability.

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5 years
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More than 30 hrs/week
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Ducktale IT Services
Profile of Firoz B., Junior Full-Stack Engineer - Python, React and AI Platforms at Softaims
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Softaims
Firoz B., Junior Full-Stack Engineer - Python, React and AI Platforms at Softaims

Firoz B.

United States

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Timezone: UTC-08:00UTC-08:00
Country: United StatesUnited States
Santa Clarita
Firoz B. | SoftaimsMember Since 2024
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LLM PromptPythonAI ChatbotReactWordPressOpenCVMobile AppWeb DevelopmentNext.jsProduct DevelopmentJavaScriptServer AdministrationFull-Stack DevelopmentLanding PageFlutterGamesReact NativeNextjsFullstack

My name is Firoz B. and I have over 1 years of experience in the tech industry. I specialize in the following technologies: Python, AI Chatbot, React, LLM Prompt, WordPress, etc.. I hold a degree in Associate's degree, Bachelor of Science (BS). Some of the notable projects I’ve worked on include: Job Portal, WeOut, Landing Page Web Template, Adlsting - Classified Listing Web App, Jobflix - Job Portal Laravel Script. I am based in Santa Clarita, United States. I've successfully completed 5 projects while developing at Softaims. I am a dedicated innovator who constantly explores and integrates emerging technologies to give projects a competitive edge. I possess a forward-thinking mindset, always evaluating new tools and methodologies to optimize development workflows and enhance application capabilities. Staying ahead of the curve is my default setting. At Softaims, I apply this innovative spirit to solve legacy system challenges and build greenfield solutions that define new industry standards. My commitment is to deliver cutting-edge solutions that are both reliable and groundbreaking. My professional drive is fueled by a desire to automate, optimize, and create highly efficient processes. I thrive in dynamic environments where my ability to quickly master and deploy new skills directly impacts project delivery and client satisfaction.

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1 year
Availability
Full-time
Hourly Rate
$50
Rating
Previous Company
Google

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